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Book Categories |
| Some Methods for Nonlinear Multi-objective Optimization | 1 | |
| A Short Tutorial on Evolutionary Multiobjective Optimization | 21 | |
| An Overview in Graphs of Multiple Objective Programming | 41 | |
| Poor-Definition, Uncertainty, and Human Factors - Satisfying Multiple Objectives in Real-World Decision-Making Environments | 52 | |
| Controlled Elitist Non-dominated Sorting Genetic Algorithms for Better Convergence | 67 | |
| Specification of Genetic Search Directions in Cellular Multi-objective Genetic Algorithms | 82 | |
| Adapting Weighted Aggregation for Multiobjective Evolution Strategies | 96 | |
| Incrementing Multi-objective Evolutionary Algorithms: Performance Studies and Comparisons | 111 | |
| A Micro-Genetic Algorithm for Multiobjective Optimization | 126 | |
| Evolutionary Algorithms for Multicriteria Optimization with Selecting a Representative Subset of Pareto Optimal Solutions | 141 | |
| Multi-objective Optimisation Based on Relation Favour | 154 | |
| Comparison of Evolutionary and Deterministic Multiobjective Algorithms for Dose Optimization in Brachytherapy | 167 | |
| On The Effects of Archiving, Elitism, and Density Based Selection in Evolutionary Multi-objective Optimization | 181 | |
| Global Multiobjective Optimization with Evolutionary Algorithms: Selection Mechanisms and Mutation Control | 197 | |
| Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function | 213 | |
| A Statistical Comparison of Multiobjective Evolutionary Algorithms Including the MOMGA-II | 226 | |
| Performance of Multiple Objective Evolutionary Algorithms on a Distribution System Design Problem - Computational Experiment | 241 | |
| An Infeasibility Objective for Use in Constrained Pareto Optimization | 256 | |
| Reducing Local Optima in Single-Objective Problems by Multi-objectivization | 269 | |
| Constrained Test Problems for Multi-objective Evolutionary Optimization | 284 | |
| Constraint Method-Based Evolutionary Algorithm (CMEA) for Multiobjective Optimization | 299 | |
| Pareto-Front Exploration with Uncertain Objectives | 314 | |
| Evolutionary Multi-objective Ranking with Uncertainty and Noise | 329 | |
| Tabu-Based Exploratory Evolutionary Algorithm for Effective Multi-objective Optimization | 344 | |
| Bi-Criterion Optimization with Multi Colony Ant Algorithms | 359 | |
| Multicriteria Evolutionary Algorithm with Tabu Search for Task Assignment | 373 | |
| A Hybrid Multi-objective Evolutionary Approach to Engineering Shape Design | 385 | |
| Fuzzy Evolutionary Hybrid Metaheuristic for Network Topology Design | 400 | |
| A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop | 416 | |
| The Supported Solutions Used as a Genetic Information in a Population Heuristics | 429 | |
| Multi-objective Flow-Shop: Preliminary Results | 443 | |
| Pareto-Optimal Solutions for Multi-objective Production Scheduling Problems | 458 | |
| Comparison of Multiple Objective Genetic Algorithms for Parallel Machine Scheduling Problems | 472 | |
| A Bi-Criterion Approach for the Airlines Crew Rostering Problem | 486 | |
| Halftone Image Generation with Improved Multiobjective Genetic Algorithm | 501 | |
| Microchannel Optimization Using Multiobjective Evolution Strategies | 516 | |
| Multi-objective Optimisation of Cancer Chemotherapy Using Evolutionary Algorithms | 531 | |
| Application of Multi Objective Evolutionary Algorithms to Analogue Filter Tuning | 546 | |
| Multiobjective Design Optimization of Real-Life Devices in Electrical Engineering: A Cost-Effective Evolutionary Approach | 560 | |
| Application of Multiobjective Evolutionary Algorithms for Dose Optimization Problems in Brachytherapy | 574 | |
| Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data | 588 | |
| Determining the Color-Efficiency Pareto Optimal Surface for Filtered Light Sources | 603 | |
| Multi-objective Design Space Exploration of Road Trains with Evolutionary Algorithms | 612 | |
| Multiobjective Optimization of Mixed Variable Design Problems | 624 | |
| Aerodynamic Shape Optimization of Supersonic Wings by Adaptive Range Multiobjective Genetic Algorithms | 639 | |
| Accurate, Transparent, and Compact Fuzzy Models for Function Approximation and Dynamic Modeling through Multi-objective Evolutionary Optimization | 653 | |
| Multi-objective Evolutionary Design of Fuzzy Autopilot Controller | 668 | |
| The Niched Pareto Genetic Algorithm 2 Applied to the Design of Groundwater Remediation Systems | 681 | |
| MOLeCS: Using Multiobjective Evolutionary Algorithms for Learning | 696 | |
| Author Index | 711 |
| Price | Condition | Delivery | Seller | Action |
| $114.00 | Digital |
| WonderClub |
Allan Cassady
reviewed Evolutionary Multi-Criterion Optimization on December 12, 2013
Evolutionary Multi-Criterion Optimization
If you read this book as first time in order to understand Computational Complexity, then you're probably not going to like it. You need to read Sipser's textbook before you read this book and make sure that you have a strong background in discrete mathematics (if not, then see Rosen's textbook in Discrete Mathematics). This book is recommended by best people in complexity and algorithms such as Scott Aaronson, Sipser, etc. You need to solve as many exercises as you go.
The book has five parts:
Part I: Algorithms
Part II: Logic
Part III: P and NP
Part IV: Inside P
Part V: Beyond NP
The most important parts are in Part I, III.
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